// Copyright (c) Facebook, Inc. and its affiliates.
// All rights reserved.
//
// Copyright 2019 Google LLC
//
// This source code is licensed under the BSD-style license found in the
// LICENSE file in the root directory of this source tree.

#include <algorithm>
#include <cfloat>
#include <chrono>
#include <cmath>
#include <functional>
#include <limits>
#include <mutex>
#include <random>
#include <vector>

#include <benchmark/benchmark.h>
#ifdef BENCHMARK_RUY
#include <ruy/ruy.h>
#endif  // BENCHMARK_RUY
#include "bench/gemm.h"
#include "bench/utils.h"
#include "src/xnnpack/allocator.h"
#include "src/xnnpack/buffer.h"
#include "src/xnnpack/common.h"
#include "src/xnnpack/gemm.h"
#include "src/xnnpack/hardware-config.h"
#include "src/xnnpack/math.h"
#include "src/xnnpack/microfnptr.h"
#include "src/xnnpack/microparams-init.h"
#include "src/xnnpack/pack.h"
#include "src/xnnpack/packx.h"
#include "src/xnnpack/ppmm.h"

static void GEMMBenchmark(
    benchmark::State& state, xnn_f32_gemm_minmax_ukernel_fn gemm,
    xnn_init_f32_minmax_params_fn init_params, size_t mr, size_t nr, size_t kr,
    size_t sr, uint64_t arch_flags = 0) {
  if (!benchmark::utils::CheckArchFlags(state, arch_flags)) {
    return;
  }

  const size_t mc = state.range(0);
  const size_t nc = state.range(1);
  const size_t kc = state.range(2);

  const size_t nc_stride = benchmark::utils::RoundUp(nc, nr);
  const size_t kc_stride = benchmark::utils::RoundUp(kc, kr * sr);

  std::random_device random_device;
  auto rng = std::mt19937(random_device());
  auto f32rng =
      std::bind(std::uniform_real_distribution<float>(), std::ref(rng));

  xnnpack::Buffer<float> a(mc * kc, xnnpack::XnnExtraBytes);
  std::generate(a.begin(), a.end(), std::ref(f32rng));
  xnnpack::Buffer<float> k(nc * kc);
  std::generate(k.begin(), k.end(), std::ref(f32rng));
  xnnpack::Buffer<float> b(nc);
  std::generate(b.begin(), b.end(), std::ref(f32rng));

  const size_t w_elements = nc_stride * kc_stride + nc_stride;
  const size_t c_elements = mc * nc;
  const size_t num_buffers = 1 + benchmark::utils::DivideRoundUp<size_t>(
                                     benchmark::utils::GetMaxCacheSize(),
                                     sizeof(float) * (w_elements + c_elements));

  xnnpack::Buffer<float, XNN_ALLOCATION_ALIGNMENT> w(w_elements * num_buffers);
  xnn_pack_f32_gemm_goi_w(/*groups=*/1, nc, kc, nr, kr, sr, k.data(), b.data(),
                          /*scale=*/nullptr, w.data(), /*extra_bytes=*/0,
                          /*params=*/nullptr);
  xnnpack::Buffer<float> c(c_elements * num_buffers);

  xnn_f32_minmax_params params;
  init_params(&params, -std::numeric_limits<float>::infinity(),
              +std::numeric_limits<float>::infinity());

  size_t buffer_index = 0;
  for (auto _ : state) {
    // Use circular buffers (exceeding cache size) and prefetch to control cache
    // state:
    // - A is always in L1 cache (if fits, otherwise L2, L3, etc)
    // - W is not in cache (for any cache level)
    // - C is not in cache (for any cache level)
    state.PauseTiming();
    benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float));
    buffer_index = (buffer_index + 1) % num_buffers;
    state.ResumeTiming();

    for (uint32_t m = 0; m < mc; m += mr) {
      const uint32_t mb = min(mc - m, mr);
      gemm(mb, nc, kc * sizeof(float), a.data() + m * kc, kc * sizeof(float),
           w.data() + buffer_index * nc_stride * (kc_stride + 1),
           c.data() + (buffer_index * mc + m) * nc, nc * sizeof(float),
           nr * sizeof(float), &params);
    }
  }

  const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency();
  if (cpu_frequency != 0) {
    state.counters["cpufreq"] = cpu_frequency;
  }

  state.counters["FLOPS"] =
      benchmark::Counter(uint64_t(state.iterations()) * 2 * mc * nc * kc,
                         benchmark::Counter::kIsRate);
}

static void GEMMGoiBenchmark(
    benchmark::State& state, xnn_f32_gemm_minmax_ukernel_fn gemm,
    xnn_init_f32_minmax_params_fn init_params, size_t mr, size_t nr, size_t kr,
    size_t sr, uint64_t arch_flags = 0) {
  if (!benchmark::utils::CheckArchFlags(state, arch_flags)) {
    return;
  }

  const size_t mc = state.range(0);
  const size_t nc = state.range(1);
  const size_t kc = state.range(2);

  std::random_device random_device;
  auto rng = std::mt19937(random_device());
  auto f32rng =
      std::bind(std::uniform_real_distribution<float>(), std::ref(rng));

  xnnpack::Buffer<float> a(mc * kc, xnnpack::XnnExtraBytes);
  std::generate(a.begin(), a.end(), std::ref(f32rng));

  const size_t k_elements = nc * kc;
  const size_t c_elements = mc * nc;
  const size_t num_buffers = 1 + benchmark::utils::DivideRoundUp<size_t>(
                                     benchmark::utils::GetMaxCacheSize(),
                                     sizeof(float) * (k_elements + c_elements));

  xnnpack::Buffer<float> k(k_elements * num_buffers);
  xnnpack::Buffer<float> c(c_elements * num_buffers);
  std::generate(k.begin(), k.end(), std::ref(f32rng));

  xnn_f32_minmax_params params;
  init_params(&params, -std::numeric_limits<float>::infinity(),
              +std::numeric_limits<float>::infinity());

  size_t buffer_index = 0;
  for (auto _ : state) {
    // Use circular buffers (exceeding cache size) and prefetch to control cache
    // state:
    // - A is always in L1 cache (if fits, otherwise L2, L3, etc)
    // - K is not in cache (for any cache level)
    // - C is not in cache (for any cache level)
    state.PauseTiming();
    benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float));
    buffer_index = (buffer_index + 1) % num_buffers;
    state.ResumeTiming();

    for (uint32_t m = 0; m < mc; m += mr) {
      const uint32_t mb = min(mc - m, mr);
      gemm(mb, nc, kc * sizeof(float), a.data() + m * kc, kc * sizeof(float),
           k.data() + (buffer_index * k_elements),
           c.data() + (buffer_index * mc + m) * nc, nc * sizeof(float),
           nr * sizeof(float), &params);
    }
  }

  const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency();
  if (cpu_frequency != 0) {
    state.counters["cpufreq"] = cpu_frequency;
  }

  state.counters["FLOPS"] =
      benchmark::Counter(uint64_t(state.iterations()) * 2 * mc * nc * kc,
                         benchmark::Counter::kIsRate);
}

static void PPMM1PBenchmark(
    benchmark::State& state, xnn_x32_packx_ukernel_fn packx,
    xnn_f32_ppmm_minmax_ukernel_fn ppmm,
    xnn_init_f32_minmax_params_fn init_params, size_t mr, size_t nr, size_t kr,
    size_t sr, uint64_t arch_flags = 0) {
  if (!benchmark::utils::CheckArchFlags(state, arch_flags)) {
    return;
  }

  const size_t mc = state.range(0);
  const size_t nc = state.range(1);
  const size_t kc = state.range(2);

  const size_t nc_stride = benchmark::utils::RoundUp(nc, nr);

  std::random_device random_device;
  auto rng = std::mt19937(random_device());
  auto f32rng =
      std::bind(std::uniform_real_distribution<float>(), std::ref(rng));

  xnnpack::Buffer<float> a(mc * kc, xnnpack::XnnExtraBytes);
  std::generate(a.begin(), a.end(), std::ref(f32rng));
  xnnpack::Buffer<float> k(nc * kc);
  std::generate(k.begin(), k.end(), std::ref(f32rng));
  xnnpack::Buffer<float> b(nc);
  std::generate(b.begin(), b.end(), std::ref(f32rng));

  xnnpack::Buffer<uint32_t, XNN_ALLOCATION_ALIGNMENT> t(mr * kc);

  const size_t w_elements = nc_stride * kc + nc_stride;
  const size_t c_elements = mc * nc;
  const size_t num_buffers = 1 + benchmark::utils::DivideRoundUp<size_t>(
                                     benchmark::utils::GetMaxCacheSize(),
                                     sizeof(float) * (w_elements + c_elements));

  xnnpack::Buffer<float, XNN_ALLOCATION_ALIGNMENT> w(w_elements * num_buffers);
  xnn_pack_f32_gemm_goi_w(/*groups=*/1, nc, kc, nr, /*kr=*/1, /*sr=*/1,
                          k.data(), b.data(), /*scale=*/nullptr, w.data(),
                          /*extra_bytes=*/0, /*params=*/nullptr);
  xnnpack::Buffer<float> c(c_elements * num_buffers);

  xnn_f32_minmax_params params;
  init_params(&params, -std::numeric_limits<float>::infinity(),
              +std::numeric_limits<float>::infinity());

  size_t buffer_index = 0;
  for (auto _ : state) {
    // Use circular buffers (exceeding cache size) and prefetch to control cache
    // state:
    // - A is always in L1 cache (if fits, otherwise L2, L3, etc)
    // - W is not in cache (for any cache level)
    // - C is not in cache (for any cache level)
    state.PauseTiming();
    benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float));
    buffer_index = (buffer_index + 1) % num_buffers;
    state.ResumeTiming();

    for (uint32_t m = 0; m < mc; m += mr) {
      const uint32_t mb = min(mc - m, mr);
      packx(mb, kc, reinterpret_cast<const uint32_t*>(a.data() + m * kc), kc,
            t.data());
      ppmm(mb, nc, kc * sizeof(float), reinterpret_cast<const float*>(t.data()),
           w.data() + nc_stride * buffer_index * (kc + 1),
           c.data() + (mc * buffer_index + m) * nc, nc * sizeof(float),
           nr * sizeof(float), &params);
    }
  }

  const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency();
  if (cpu_frequency != 0) {
    state.counters["cpufreq"] = cpu_frequency;
  }

  state.counters["FLOPS"] =
      benchmark::Counter(uint64_t(state.iterations()) * 2 * mc * nc * kc,
                         benchmark::Counter::kIsRate);
}

static void PPMM2PBenchmark(
    benchmark::State& state, xnn_x32_packx_ukernel_fn packx,
    xnn_f32_ppmm_minmax_ukernel_fn ppmm,
    xnn_init_f32_minmax_params_fn init_params, size_t mr, size_t nr, size_t kr,
    size_t sr, uint64_t arch_flags = 0) {
  if (!benchmark::utils::CheckArchFlags(state, arch_flags)) {
    return;
  }

  const size_t mc = state.range(0);
  const size_t nc = state.range(1);
  const size_t kc = state.range(2);

  const size_t mc_stride = benchmark::utils::RoundUp(mc, mr);
  const size_t nc_stride = benchmark::utils::RoundUp(nc, nr);

  std::random_device random_device;
  auto rng = std::mt19937(random_device());
  auto f32rng =
      std::bind(std::uniform_real_distribution<float>(), std::ref(rng));

  xnnpack::Buffer<float> a(mc * kc, xnnpack::XnnExtraBytes);
  std::generate(a.begin(), a.end(), std::ref(f32rng));
  xnnpack::Buffer<float> k(nc * kc);
  std::generate(k.begin(), k.end(), std::ref(f32rng));
  xnnpack::Buffer<float> b(nc);
  std::generate(b.begin(), b.end(), std::ref(f32rng));

  xnnpack::Buffer<uint32_t, XNN_ALLOCATION_ALIGNMENT> t(mc_stride * kc);

  const size_t w_elements = nc_stride * kc + nc_stride;
  const size_t c_elements = mc * nc;
  const size_t num_buffers = 1 + benchmark::utils::DivideRoundUp<size_t>(
                                     benchmark::utils::GetMaxCacheSize(),
                                     sizeof(float) * (w_elements + c_elements));

  xnnpack::Buffer<float, XNN_ALLOCATION_ALIGNMENT> w(w_elements * num_buffers);
  xnn_pack_f32_gemm_goi_w(/*groups=*/1, nc, kc, nr, /*kr=*/1, /*sr=*/1,
                          k.data(), b.data(), /*scale=*/nullptr, w.data(),
                          /*extra_bytes=*/0, /*params=*/nullptr);
  xnnpack::Buffer<float> c(c_elements * num_buffers);

  xnn_f32_minmax_params params;
  init_params(&params, -std::numeric_limits<float>::infinity(),
              +std::numeric_limits<float>::infinity());

  size_t buffer_index = 0;
  for (auto _ : state) {
    // Use circular buffers (exceeding cache size) and prefetch to control cache
    // state:
    // - A is always in L1 cache (if fits, otherwise L2, L3, etc)
    // - W is not in cache (for any cache level)
    // - C is not in cache (for any cache level)
    state.PauseTiming();
    benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float));
    buffer_index = (buffer_index + 1) % num_buffers;
    state.ResumeTiming();

    for (uint32_t m = 0; m < mc; m += mr) {
      const uint32_t mb = min(mc - m, mr);
      packx(mb, kc, reinterpret_cast<const uint32_t*>(a.data() + m * kc), kc,
            t.data() + m * kc);
    }
    for (uint32_t m = 0; m < mc; m += mr) {
      const uint32_t mb = min(mc - m, mr);
      ppmm(mb, nc, kc * sizeof(float),
           reinterpret_cast<const float*>(t.data() + m * kc),
           w.data() + nc_stride * buffer_index * (kc + 1),
           c.data() + (mc * buffer_index + m) * nc, nc * sizeof(float),
           nr * sizeof(float), &params);
    }
  }

  const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency();
  if (cpu_frequency != 0) {
    state.counters["cpufreq"] = cpu_frequency;
  }

  state.counters["FLOPS"] =
      benchmark::Counter(uint64_t(state.iterations()) * 2 * mc * nc * kc,
                         benchmark::Counter::kIsRate);
}

#ifdef BENCHMARK_RUY
static void RuyBenchmark(benchmark::State& state, uint32_t threads) {
  std::random_device random_device;
  auto rng = std::mt19937(random_device());
  auto f32rng =
      std::bind(std::uniform_real_distribution<float>(), std::ref(rng));

  const size_t mc = state.range(0);
  const size_t nc = state.range(1);
  const size_t kc = state.range(2);

  const size_t num_buffers = 1 + benchmark::utils::DivideRoundUp<size_t>(
                                     benchmark::utils::GetMaxCacheSize(),
                                     sizeof(float) * (nc * (mc + kc + 1)));

  xnnpack::Buffer<float> a(mc * kc, xnnpack::XnnExtraBytes);
  std::generate(a.begin(), a.end(), std::ref(f32rng));
  xnnpack::Buffer<float> k(num_buffers * nc * kc);
  std::generate(k.begin(), k.end(), std::ref(f32rng));
  xnnpack::Buffer<float> b(num_buffers * nc);
  std::generate(b.begin(), b.end(), std::ref(f32rng));
  xnnpack::Buffer<float> c(num_buffers * nc * mc);

  // Note: context must be static to avoid the cost of re-creating it for each
  // benchmark.
  static ruy::Context context;
  context.set_max_num_threads(threads);

  ruy::Matrix<float> ruy_a;
  ruy::MakeSimpleLayout(nc, kc, ruy::Order::kRowMajor, ruy_a.mutable_layout());
  ruy::Matrix<float> ruy_b;
  ruy::MakeSimpleLayout(kc, mc, ruy::Order::kColMajor, ruy_b.mutable_layout());
  ruy_b.set_data(a.data());
  ruy_b.set_cache_policy(ruy::CachePolicy::kAlwaysCache);
  ruy::Matrix<float> ruy_c;
  ruy::MakeSimpleLayout(nc, mc, ruy::Order::kColMajor, ruy_c.mutable_layout());

  ruy::MulParams<float, float> mul_params;

  // ruy::Context uses deferred initialization, which affects percieved GEMM
  // performance. Initialization happens during the first GEMM calls, and per
  // Benoit Jacob it takes up to ~250 milliseconds for performance to stabilize.
  // Thus, on the first benchmark, we compute GEMM for 500 milliseconds (to be
  // safe) without recording performance, and keep the ruy::Context object
  // initialized (by being static) between subsequent benchmarks.
  static std::once_flag warmup;
  std::call_once(warmup, [&]() {
    auto start = std::chrono::steady_clock::now();
    do {
      ruy_a.set_data(k.data());
      ruy_c.set_data(c.data());
      mul_params.set_bias(b.data());

      ruy::Mul(ruy_a, ruy_b, mul_params, &context, &ruy_c);
    } while (
        std::chrono::duration<double>(std::chrono::steady_clock::now() - start)
            .count() < 0.5);
  });

  size_t buffer_index = 0;
  for (auto _ : state) {
    // Use circular buffers (exceeding cache size) and prefetch to control cache
    // state:
    // - A is always in L1 cache (if fits, otherwise L2, L3, etc)
    // - K is not in cache (for any cache level)
    // - B is not in cache (for any cache level)
    // - C is not in cache (for any cache level)
    state.PauseTiming();
    benchmark::utils::PrefetchToL1(a.data(), a.size() * sizeof(float));
    buffer_index = (buffer_index + 1) % num_buffers;
    state.ResumeTiming();

    ruy_a.set_data(k.data() + buffer_index * nc * kc);
    ruy_c.set_data(c.data() + buffer_index * mc * nc);
    mul_params.set_bias(b.data() + buffer_index * nc);

    ruy::Mul(ruy_a, ruy_b, mul_params, &context, &ruy_c);
  }

  const uint64_t cpu_frequency = benchmark::utils::GetCurrentCpuFrequency();
  if (cpu_frequency != 0) {
    state.counters["cpufreq"] = cpu_frequency;
  }

  state.counters["FLOPS"] =
      benchmark::Counter(uint64_t(state.iterations()) * 2 * mc * nc * kc,
                         benchmark::Counter::kIsRate);
}

static void ruy_st(benchmark::State& state, const char* net) {
  RuyBenchmark(state, 1);
}
#endif  // BENCHMARK_RUY

#if XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY
static void f32_gemm_1x8__asm_aarch64_neon_ld128_acc2(benchmark::State& state,
                                                      const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neon_ld128_acc2,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neon_ld128_acc2_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neon_ld128_acc2,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld64(benchmark::State& state,
                                                   const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld64_prfm(benchmark::State& state,
                                                        const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_prfm,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld64_acc2(benchmark::State& state,
                                                        const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_acc2,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld64_acc2_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_acc2,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld64_acc4(benchmark::State& state,
                                                        const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_acc4,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld64_acc4_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state,
      xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld64_acc4_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld128(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld128_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_prfm,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld128_acc2(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_acc2,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld128_acc2_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_acc2,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld128_acc4(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_acc4,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_ld128_acc4_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state,
      xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_ld128_acc4_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x1__asm_aarch64_neonfma_ld64(benchmark::State& state,
                                                   const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x1__asm_aarch64_neonfma_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/1, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x1__asm_aarch64_neonfma_ld128(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x1__asm_aarch64_neonfma_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/1, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x2__asm_aarch64_neonfma_ld64(benchmark::State& state,
                                                   const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x2__asm_aarch64_neonfma_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x2__asm_aarch64_neonfma_ld128(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x2__asm_aarch64_neonfma_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__asm_aarch64_neonfma_ld64(benchmark::State& state,
                                                   const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__asm_aarch64_neonfma_ld64(benchmark::State& state,
                                                   const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x12__asm_aarch64_neonfma_cortex_a53(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state, xnn_f32_gemm_minmax_ukernel_1x12__asm_aarch64_neonfma_cortex_a53,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/1, /*nr=*/12, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_cortex_a53(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_cortex_a53,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_cortex_a53_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state,
      xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_cortex_a53_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_cortex_a75(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_cortex_a75,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__asm_aarch64_neonfma_cortex_a75_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state,
      xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch64_neonfma_cortex_a75_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x12__asm_aarch64_neonfma_cortex_a53(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state, xnn_f32_gemm_minmax_ukernel_4x12__asm_aarch64_neonfma_cortex_a53,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/12, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__asm_aarch64_neonfma_cortex_a53(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a53,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__asm_aarch64_neonfma_cortex_a53_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state,
      xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a53_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__asm_aarch64_neonfma_cortex_a55(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a55,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__asm_aarch64_neonfma_cortex_a75(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a75,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__asm_aarch64_neonfma_cortex_a75_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state,
      xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a75_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x2__asm_aarch64_neonfma_cortex_a75(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x2__asm_aarch64_neonfma_cortex_a75,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x2__asm_aarch64_neonfma_cortex_a75_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state,
      xnn_f32_gemm_minmax_ukernel_4x2__asm_aarch64_neonfma_cortex_a75_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__asm_aarch64_neonfma_ld128(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__asm_aarch64_neonfma_cortex_a75(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_5x8__asm_aarch64_neonfma_cortex_a75,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__asm_aarch64_neonfma_cortex_a75_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state,
      xnn_f32_gemm_minmax_ukernel_5x8__asm_aarch64_neonfma_cortex_a75_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__asm_aarch64_neonfma_ld128(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__asm_aarch64_neonfma_cortex_a53(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_cortex_a53,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__asm_aarch64_neonfma_cortex_a53_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state,
      xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_cortex_a53_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__asm_aarch64_neonfma_cortex_a55(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_cortex_a55,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__asm_aarch64_neonfma_cortex_a73(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_cortex_a73,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__asm_aarch64_neonfma_cortex_a75(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_cortex_a75,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__asm_aarch64_neonfma_cortex_a75_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state,
      xnn_f32_gemm_minmax_ukernel_6x8__asm_aarch64_neonfma_cortex_a75_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_unipass__asm_aarch64_neonfma_ld128(
    benchmark::State& state, const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld128,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_twopass__asm_aarch64_neonfma_ld128(
    benchmark::State& state, const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld128,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_unipass__asm_aarch64_neonfma_ld128_prfm(
    benchmark::State& state, const char* net) {
  PPMM1PBenchmark(
      state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld128_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_twopass__asm_aarch64_neonfma_ld128_prfm(
    benchmark::State& state, const char* net) {
  PPMM2PBenchmark(
      state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_ld128_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_unipass__asm_aarch64_neonfma_cortex_a75(
    benchmark::State& state, const char* net) {
  PPMM1PBenchmark(
      state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a75,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_twopass__asm_aarch64_neonfma_cortex_a75(
    benchmark::State& state, const char* net) {
  PPMM2PBenchmark(
      state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a75,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_unipass__asm_aarch64_neonfma_cortex_a75_prfm(
    benchmark::State& state, const char* net) {
  PPMM1PBenchmark(
      state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a75_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_twopass__asm_aarch64_neonfma_cortex_a75_prfm(
    benchmark::State& state, const char* net) {
  PPMM2PBenchmark(
      state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_4x8__asm_aarch64_neonfma_cortex_a75_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_unipass__asm_aarch64_neonfma_ld128(
    benchmark::State& state, const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_ld128,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_twopass__asm_aarch64_neonfma_ld128(
    benchmark::State& state, const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_ld128,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_unipass__asm_aarch64_neonfma_ld128_prfm(
    benchmark::State& state, const char* net) {
  PPMM1PBenchmark(
      state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_ld128_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_twopass__asm_aarch64_neonfma_ld128_prfm(
    benchmark::State& state, const char* net) {
  PPMM2PBenchmark(
      state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_ld128_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_unipass__asm_aarch64_neonfma_cortex_a75(
    benchmark::State& state, const char* net) {
  PPMM1PBenchmark(
      state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_cortex_a75,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_twopass__asm_aarch64_neonfma_cortex_a75(
    benchmark::State& state, const char* net) {
  PPMM2PBenchmark(
      state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_cortex_a75,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_unipass__asm_aarch64_neonfma_cortex_a75_prfm(
    benchmark::State& state, const char* net) {
  PPMM1PBenchmark(
      state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_cortex_a75_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_twopass__asm_aarch64_neonfma_cortex_a75_prfm(
    benchmark::State& state, const char* net) {
  PPMM2PBenchmark(
      state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
      xnn_f32_ppmm_minmax_ukernel_8x8__asm_aarch64_neonfma_cortex_a75_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}

BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neon_ld128_acc2)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neon_ld128_acc2_prfm)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld64)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld64_prfm)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld64_acc2)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld64_acc2_prfm)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld64_acc4)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld64_acc4_prfm)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld128)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld128_prfm)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld128_acc2)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld128_acc2_prfm)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld128_acc4)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_ld128_acc4_prfm)
BENCHMARK_GEMM(f32_gemm_1x12__asm_aarch64_neonfma_cortex_a53)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_cortex_a53)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_cortex_a53_prfm)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_cortex_a75)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch64_neonfma_cortex_a75_prfm)
BENCHMARK_GEMM(f32_gemm_4x2__asm_aarch64_neonfma_cortex_a75)
BENCHMARK_GEMM(f32_gemm_4x2__asm_aarch64_neonfma_cortex_a75_prfm)
BENCHMARK_GEMM(f32_gemm_4x1__asm_aarch64_neonfma_ld64)
BENCHMARK_GEMM(f32_gemm_4x1__asm_aarch64_neonfma_ld128)
BENCHMARK_GEMM(f32_gemm_4x2__asm_aarch64_neonfma_ld64)
BENCHMARK_GEMM(f32_gemm_4x2__asm_aarch64_neonfma_ld128)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch64_neonfma_cortex_a53)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch64_neonfma_cortex_a53_prfm)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch64_neonfma_cortex_a55)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch64_neonfma_cortex_a75)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch64_neonfma_cortex_a75_prfm)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch64_neonfma_ld128)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch64_neonfma_ld64)
BENCHMARK_GEMM(f32_gemm_4x12__asm_aarch64_neonfma_cortex_a53)
BENCHMARK_GEMM(f32_gemm_5x8__asm_aarch64_neonfma_cortex_a75)
BENCHMARK_GEMM(f32_gemm_5x8__asm_aarch64_neonfma_cortex_a75_prfm)
BENCHMARK_GEMM(f32_gemm_6x8__asm_aarch64_neonfma_cortex_a53)
BENCHMARK_GEMM(f32_gemm_6x8__asm_aarch64_neonfma_cortex_a53_prfm)
BENCHMARK_GEMM(f32_gemm_6x8__asm_aarch64_neonfma_cortex_a55)
BENCHMARK_GEMM(f32_gemm_6x8__asm_aarch64_neonfma_cortex_a73)
BENCHMARK_GEMM(f32_gemm_6x8__asm_aarch64_neonfma_cortex_a75)
BENCHMARK_GEMM(f32_gemm_6x8__asm_aarch64_neonfma_cortex_a75_prfm)
BENCHMARK_GEMM(f32_gemm_6x8__asm_aarch64_neonfma_ld64)
BENCHMARK_GEMM(f32_gemm_6x8__asm_aarch64_neonfma_ld128)
BENCHMARK_GEMM(f32_ppmm_4x8_unipass__asm_aarch64_neonfma_ld128)
BENCHMARK_GEMM(f32_ppmm_4x8_twopass__asm_aarch64_neonfma_ld128)
BENCHMARK_GEMM(f32_ppmm_4x8_unipass__asm_aarch64_neonfma_ld128_prfm)
BENCHMARK_GEMM(f32_ppmm_4x8_twopass__asm_aarch64_neonfma_ld128_prfm)
BENCHMARK_GEMM(f32_ppmm_4x8_unipass__asm_aarch64_neonfma_cortex_a75)
BENCHMARK_GEMM(f32_ppmm_4x8_twopass__asm_aarch64_neonfma_cortex_a75)
BENCHMARK_GEMM(f32_ppmm_4x8_unipass__asm_aarch64_neonfma_cortex_a75_prfm)
BENCHMARK_GEMM(f32_ppmm_4x8_twopass__asm_aarch64_neonfma_cortex_a75_prfm)
BENCHMARK_GEMM(f32_ppmm_8x8_unipass__asm_aarch64_neonfma_ld128)
BENCHMARK_GEMM(f32_ppmm_8x8_twopass__asm_aarch64_neonfma_ld128)
BENCHMARK_GEMM(f32_ppmm_8x8_unipass__asm_aarch64_neonfma_ld128_prfm)
BENCHMARK_GEMM(f32_ppmm_8x8_twopass__asm_aarch64_neonfma_ld128_prfm)
BENCHMARK_GEMM(f32_ppmm_8x8_unipass__asm_aarch64_neonfma_cortex_a75)
BENCHMARK_GEMM(f32_ppmm_8x8_twopass__asm_aarch64_neonfma_cortex_a75)
BENCHMARK_GEMM(f32_ppmm_8x8_unipass__asm_aarch64_neonfma_cortex_a75_prfm)
BENCHMARK_GEMM(f32_ppmm_8x8_twopass__asm_aarch64_neonfma_cortex_a75_prfm)
#endif  // XNN_ARCH_ARM64 && XNN_ENABLE_ASSEMBLY

#if XNN_ARCH_ARM && XNN_ENABLE_ASSEMBLY
static void f32_gemm_4x4__asm_aarch32_vfp_ld64(benchmark::State& state,
                                               const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x4__asm_aarch32_vfp_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_vfpv2);
}

static void f32_gemm_4x8__asm_aarch32_neon_ld64(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon);
}
static void f32_gemm_4x8__asm_aarch32_neon_cortex_a7(benchmark::State& state,
                                                     const char* net) {
  GEMMBenchmark(
      state, xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a7,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, xnn_arch_arm_neon);
}
static void f32_gemm_4x8__asm_aarch32_neon_cortex_a53(benchmark::State& state,
                                                      const char* net) {
  GEMMBenchmark(
      state, xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a53,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, xnn_arch_arm_neon);
}
static void f32_gemm_4x8__asm_aarch32_neon_cortex_a53_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state, xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a53_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, xnn_arch_arm_neon);
}
static void f32_gemm_4x8__asm_aarch32_neon_cortex_a55(benchmark::State& state,
                                                      const char* net) {
  GEMMBenchmark(
      state, xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a55,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, xnn_arch_arm_neon);
}
static void f32_gemm_4x8__asm_aarch32_neon_cortex_a75(benchmark::State& state,
                                                      const char* net) {
  GEMMBenchmark(
      state, xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a75,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, xnn_arch_arm_neon);
}
static void f32_gemm_4x8__asm_aarch32_neon_cortex_a75_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state, xnn_f32_gemm_minmax_ukernel_4x8__asm_aarch32_neon_cortex_a75_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1, xnn_arch_arm_neon);
}
static void f32_gemm_1x8__asm_aarch32_neon_cortex_a53(benchmark::State& state,
                                                      const char* net) {
  GEMMBenchmark(
      state, xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch32_neon_cortex_a53,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, xnn_arch_arm_neon);
}
static void f32_gemm_1x8__asm_aarch32_neon_cortex_a53_prfm(
    benchmark::State& state, const char* net) {
  GEMMBenchmark(
      state, xnn_f32_gemm_minmax_ukernel_1x8__asm_aarch32_neon_cortex_a53_prfm,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1, xnn_arch_arm_neon);
}

BENCHMARK_GEMM(f32_gemm_4x4__asm_aarch32_vfp_ld64)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch32_neon_ld64)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch32_neon_cortex_a7)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch32_neon_cortex_a53)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch32_neon_cortex_a53_prfm)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch32_neon_cortex_a55)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch32_neon_cortex_a75)
BENCHMARK_GEMM(f32_gemm_4x8__asm_aarch32_neon_cortex_a75_prfm)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch32_neon_cortex_a53)
BENCHMARK_GEMM(f32_gemm_1x8__asm_aarch32_neon_cortex_a53_prfm)
#endif  // XNN_ARCH_ARM

#if XNN_ARCH_ARM64
static void f32_gemm_1x8__aarch64_neonfma_lane_ld64(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__aarch64_neonfma_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x2__aarch64_neonfma_lane_ld64(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x2__aarch64_neonfma_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x2__aarch64_neonfma_lane_ld64(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x2__aarch64_neonfma_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/2, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__aarch64_neonfma_lane_ld64(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__aarch64_neonfma_lane_ld128(benchmark::State& state,
                                                     const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x8__aarch64_neonfma_lane_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__aarch64_neonfma_lane_ld64(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_5x8__aarch64_neonfma_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__aarch64_neonfma_lane_ld64(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__aarch64_neonfma_lane_ld128(benchmark::State& state,
                                                     const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__aarch64_neonfma_lane_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x16__aarch64_neonfma_lane_ld128(benchmark::State& state,
                                                      const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x16__aarch64_neonfma_lane_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x16__aarch64_neonfma_lane_ld128(benchmark::State& state,
                                                      const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x16__aarch64_neonfma_lane_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_unipass__aarch64_neonfma(benchmark::State& state,
                                                  const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_4x8__aarch64_neonfma,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_twopass__aarch64_neonfma(benchmark::State& state,
                                                  const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_4x8__aarch64_neonfma,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_unipass__aarch64_neonfma(benchmark::State& state,
                                                  const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_8x8__aarch64_neonfma,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_twopass__aarch64_neonfma(benchmark::State& state,
                                                  const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_8x8__aarch64_neonfma,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_unipass__aarch64_neonfma_prfm(benchmark::State& state,
                                                       const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_4x8__aarch64_neonfma_prfm,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_twopass__aarch64_neonfma_prfm(benchmark::State& state,
                                                       const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_4x8__aarch64_neonfma_prfm,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_unipass__aarch64_neonfma_prfm(benchmark::State& state,
                                                       const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_8x8__aarch64_neonfma_prfm,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_8x8_twopass__aarch64_neonfma_prfm(benchmark::State& state,
                                                       const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_8x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_8x8__aarch64_neonfma_prfm,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x16_unipass__aarch64_neonfma(benchmark::State& state,
                                                   const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_4x16__aarch64_neonfma,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x16_twopass__aarch64_neonfma(benchmark::State& state,
                                                   const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_4x16__aarch64_neonfma,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x16_unipass__aarch64_neonfma_prfm(benchmark::State& state,
                                                        const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_4x16__aarch64_neonfma_prfm,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x16_twopass__aarch64_neonfma_prfm(benchmark::State& state,
                                                        const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_4x__neon_st4_x8,
                  xnn_f32_ppmm_minmax_ukernel_4x16__aarch64_neonfma_prfm,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1);
}

BENCHMARK_GEMM(f32_gemm_1x8__aarch64_neonfma_lane_ld64)
BENCHMARK_GEMM(f32_gemm_4x2__aarch64_neonfma_lane_ld64)
BENCHMARK_GEMM(f32_gemm_6x2__aarch64_neonfma_lane_ld64)
BENCHMARK_GEMM(f32_gemm_4x8__aarch64_neonfma_lane_ld64)
BENCHMARK_GEMM(f32_gemm_4x8__aarch64_neonfma_lane_ld128)
BENCHMARK_GEMM(f32_gemm_5x8__aarch64_neonfma_lane_ld64)
BENCHMARK_GEMM(f32_gemm_6x8__aarch64_neonfma_lane_ld64)
BENCHMARK_GEMM(f32_gemm_6x8__aarch64_neonfma_lane_ld128)
BENCHMARK_GEMM(f32_gemm_1x16__aarch64_neonfma_lane_ld128)
BENCHMARK_GEMM(f32_gemm_4x16__aarch64_neonfma_lane_ld128)

BENCHMARK_GEMM(f32_ppmm_4x8_unipass__aarch64_neonfma)
BENCHMARK_GEMM(f32_ppmm_4x8_twopass__aarch64_neonfma)
BENCHMARK_GEMM(f32_ppmm_8x8_unipass__aarch64_neonfma)
BENCHMARK_GEMM(f32_ppmm_8x8_twopass__aarch64_neonfma)
BENCHMARK_GEMM(f32_ppmm_4x8_unipass__aarch64_neonfma_prfm)
BENCHMARK_GEMM(f32_ppmm_4x8_twopass__aarch64_neonfma_prfm)
BENCHMARK_GEMM(f32_ppmm_8x8_unipass__aarch64_neonfma_prfm)
BENCHMARK_GEMM(f32_ppmm_8x8_twopass__aarch64_neonfma_prfm)
BENCHMARK_GEMM(f32_ppmm_4x16_unipass__aarch64_neonfma)
BENCHMARK_GEMM(f32_ppmm_4x16_twopass__aarch64_neonfma)
BENCHMARK_GEMM(f32_ppmm_4x16_unipass__aarch64_neonfma_prfm)
BENCHMARK_GEMM(f32_ppmm_4x16_twopass__aarch64_neonfma_prfm)
#endif  // XNN_ARCH_ARM64

#if XNN_ARCH_ARM || XNN_ARCH_ARM64
static void f32_gemm_1x8__neon_lane_ld64(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__neon_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon);
}
static void f32_gemm_4x2__neon_lane_ld64(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x2__neon_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon);
}
static void f32_gemm_6x2__neon_lane_ld64(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x2__neon_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/2, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon);
}
static void f32_gemm_4x8__neon_lane_ld64(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__neon_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon);
}
static void f32_gemm_4x8__neon_lane_ld128(benchmark::State& state,
                                          const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__neon_lane_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon);
}
static void f32_gemm_5x8__neon_lane_ld64(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__neon_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon);
}
static void f32_gemm_6x8__neon_lane_ld64(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__neon_lane_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon);
}
static void f32_gemm_6x8__neon_lane_ld128(benchmark::State& state,
                                          const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__neon_lane_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon);
}
static void f32_gemm_1x8__neonfma_dup_ld64(benchmark::State& state,
                                           const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__neonfma_dup_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon_fma);
}
static void f32_gemm_4x8__neonfma_dup_ld64(benchmark::State& state,
                                           const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__neonfma_dup_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon_fma);
}
static void f32_gemm_4x8__neonfma_dup_ld128(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__neonfma_dup_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon_fma);
}
static void f32_gemm_6x8__neonfma_dup_ld64(benchmark::State& state,
                                           const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__neonfma_dup_ld64,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon_fma);
}
static void f32_gemm_6x8__neonfma_dup_ld128(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__neonfma_dup_ld128,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_arm_neon_fma);
}
static void f32_gemm_1x8s4__neon(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8s4__neon,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4,
                xnn_arch_arm_neon);
}
static void f32_gemm_1x8s4__neonfma(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8s4__neonfma,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4,
                xnn_arch_arm_neon_fma);
}
static void f32_gemm_4x8s4__neon(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__neon,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4,
                xnn_arch_arm_neon);
}
static void f32_gemm_4x8s4__neonfma(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__neonfma,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4,
                xnn_arch_arm_neon_fma);
}
static void f32_gemm_6x8s4__neon(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__neon,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4,
                xnn_arch_arm_neon);
}
static void f32_gemm_6x8s4__neonfma(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__neonfma,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4,
                xnn_arch_arm_neon_fma);
}
static void f32_gemm_8x8s4__neon(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_8x8s4__neon,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/4,
                xnn_arch_arm_neon);
}
static void f32_gemm_8x8s4__neonfma(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_8x8s4__neonfma,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/4,
                xnn_arch_arm_neon_fma);
}

BENCHMARK_GEMM(f32_gemm_1x8__neon_lane_ld64)
BENCHMARK_GEMM(f32_gemm_4x2__neon_lane_ld64)
BENCHMARK_GEMM(f32_gemm_6x2__neon_lane_ld64)
BENCHMARK_GEMM(f32_gemm_4x8__neon_lane_ld64)
BENCHMARK_GEMM(f32_gemm_4x8__neon_lane_ld128)
BENCHMARK_GEMM(f32_gemm_5x8__neon_lane_ld64)
BENCHMARK_GEMM(f32_gemm_6x8__neon_lane_ld64)
BENCHMARK_GEMM(f32_gemm_6x8__neon_lane_ld128)

BENCHMARK_GEMM(f32_gemm_1x8__neonfma_dup_ld64)
BENCHMARK_GEMM(f32_gemm_4x8__neonfma_dup_ld64)
BENCHMARK_GEMM(f32_gemm_4x8__neonfma_dup_ld128)
BENCHMARK_GEMM(f32_gemm_6x8__neonfma_dup_ld64)
BENCHMARK_GEMM(f32_gemm_6x8__neonfma_dup_ld128)

BENCHMARK_GEMM(f32_gemm_1x8s4__neon)
BENCHMARK_GEMM(f32_gemm_4x8s4__neon)
BENCHMARK_GEMM(f32_gemm_6x8s4__neon)
BENCHMARK_GEMM(f32_gemm_8x8s4__neon)

BENCHMARK_GEMM(f32_gemm_1x8s4__neonfma)
BENCHMARK_GEMM(f32_gemm_4x8s4__neonfma)
BENCHMARK_GEMM(f32_gemm_6x8s4__neonfma)
BENCHMARK_GEMM(f32_gemm_8x8s4__neonfma)
#endif  // XNN_ARCH_ARM || XNN_ARCH_ARM64

#if XNN_ENABLE_AVX512F && (XNN_ARCH_X86 || XNN_ARCH_X86_64)
static void f32_gemm_1x16__avx512f_broadcast(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x16__avx512f_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx512f);
}
static void f32_gemm_4x16__avx512f_broadcast(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x16__avx512f_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx512f);
}
static void f32_gemm_5x16__avx512f_broadcast(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x16__avx512f_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx512f);
}
static void f32_gemm_6x16__avx512f_broadcast(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x16__avx512f_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx512f);
}
static void f32_gemm_7x16__avx512f_broadcast(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_7x16__avx512f_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/7, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx512f);
}
static void f32_gemm_8x16__avx512f_broadcast(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_8x16__avx512f_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/8, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx512f);
}

BENCHMARK_GEMM(f32_gemm_1x16__avx512f_broadcast)
BENCHMARK_GEMM(f32_gemm_4x16__avx512f_broadcast)
BENCHMARK_GEMM(f32_gemm_5x16__avx512f_broadcast)
BENCHMARK_GEMM(f32_gemm_6x16__avx512f_broadcast)
BENCHMARK_GEMM(f32_gemm_7x16__avx512f_broadcast)
BENCHMARK_GEMM(f32_gemm_8x16__avx512f_broadcast)
#endif  // XNN_ENABLE_AVX512F && (XNN_ARCH_X86 || XNN_ARCH_X86_64)

#if XNN_ARCH_X86 || XNN_ARCH_X86_64
static void f32_gemm_1x8__fma3_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_4x8__fma3_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_5x8__fma3_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_6x8__fma3_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_7x8__fma3_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_7x8__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/7, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_8x8__fma3_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_8x8__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/8, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_1x16__fma3_broadcast(benchmark::State& state,
                                          const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x16__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_3x16__fma3_broadcast(benchmark::State& state,
                                          const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x16__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_4x16__fma3_broadcast(benchmark::State& state,
                                          const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x16__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_5x16__fma3_broadcast(benchmark::State& state,
                                          const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x16__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_6x16__fma3_broadcast(benchmark::State& state,
                                          const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x16__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_fma3);
}
static void f32_gemm_1x16s4__fma3_broadcast(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x16s4__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/4,
                xnn_arch_x86_fma3);
}
static void f32_gemm_3x16s4__fma3_broadcast(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x16s4__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/4,
                xnn_arch_x86_fma3);
}
static void f32_gemm_4x16s4__fma3_broadcast(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x16s4__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/4,
                xnn_arch_x86_fma3);
}
static void f32_gemm_5x16s4__fma3_broadcast(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x16s4__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/16, /*kr=*/1, /*sr=*/4,
                xnn_arch_x86_fma3);
}
static void f32_gemm_6x16s4__fma3_broadcast(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x16s4__fma3_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/4,
                xnn_arch_x86_fma3);
}
static void f32_gemm_1x8__avx_broadcast(benchmark::State& state,
                                        const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__avx_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx);
}
static void f32_gemm_4x8__avx_broadcast(benchmark::State& state,
                                        const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__avx_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx);
}
static void f32_gemm_5x8__avx_broadcast(benchmark::State& state,
                                        const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__avx_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx);
}
static void f32_gemm_6x8__avx_broadcast(benchmark::State& state,
                                        const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__avx_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx);
}
static void f32_gemm_7x8__avx_broadcast(benchmark::State& state,
                                        const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_7x8__avx_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/7, /*nr=*/8, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx);
}
static void f32_gemm_1x16__avx_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x16__avx_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx);
}
static void f32_gemm_3x16__avx_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x16__avx_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx);
}
static void f32_gemm_4x16__avx_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x16__avx_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx);
}
static void f32_gemm_5x16__avx_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x16__avx_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx);
}
static void f32_gemm_6x16__avx_broadcast(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x16__avx_broadcast,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/16, /*kr=*/1, /*sr=*/1,
                xnn_arch_x86_avx);
}

static void f32_gemm_1x8__sse_load1(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__sse_load1,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_3x8__sse_load1(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__sse_load1,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__sse_load1(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__sse_load1,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__sse_load1(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__sse_load1,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__sse_load1(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__sse_load1,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__sse_dup(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__sse_dup,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_3x8__sse_dup(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__sse_dup,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__sse_dup(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__sse_dup,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__sse_dup(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__sse_dup,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__sse_dup(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__sse_dup,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8s4__sse(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8s4__sse,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_3x8s4__sse(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8s4__sse,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_4x8s4__sse(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__sse,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_5x8s4__sse(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8s4__sse,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_6x8s4__sse(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__sse,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_ppmm_4x8_unipass__sse(benchmark::State& state,
                                      const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_4x__sse,
                  xnn_f32_ppmm_minmax_ukernel_4x8__sse,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_twopass__sse(benchmark::State& state,
                                      const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_4x__sse,
                  xnn_f32_ppmm_minmax_ukernel_4x8__sse,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}

BENCHMARK_GEMM(f32_gemm_1x8__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_4x8__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_5x8__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_6x8__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_7x8__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_8x8__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_1x16__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_3x16__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_4x16__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_5x16__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_6x16__fma3_broadcast)

BENCHMARK_GEMM(f32_gemm_1x16s4__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_3x16s4__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_4x16s4__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_5x16s4__fma3_broadcast)
BENCHMARK_GEMM(f32_gemm_6x16s4__fma3_broadcast)

BENCHMARK_GEMM(f32_gemm_1x8__avx_broadcast)
BENCHMARK_GEMM(f32_gemm_4x8__avx_broadcast)
BENCHMARK_GEMM(f32_gemm_5x8__avx_broadcast)
BENCHMARK_GEMM(f32_gemm_6x8__avx_broadcast)
BENCHMARK_GEMM(f32_gemm_7x8__avx_broadcast)
BENCHMARK_GEMM(f32_gemm_1x16__avx_broadcast)
BENCHMARK_GEMM(f32_gemm_3x16__avx_broadcast)
BENCHMARK_GEMM(f32_gemm_4x16__avx_broadcast)
BENCHMARK_GEMM(f32_gemm_5x16__avx_broadcast)
BENCHMARK_GEMM(f32_gemm_6x16__avx_broadcast)

BENCHMARK_GEMM(f32_gemm_1x8__sse_load1)
BENCHMARK_GEMM(f32_gemm_3x8__sse_load1)
BENCHMARK_GEMM(f32_gemm_4x8__sse_load1)
BENCHMARK_GEMM(f32_gemm_5x8__sse_load1)
BENCHMARK_GEMM(f32_gemm_6x8__sse_load1)

BENCHMARK_GEMM(f32_gemm_1x8__sse_dup)
BENCHMARK_GEMM(f32_gemm_3x8__sse_dup)
BENCHMARK_GEMM(f32_gemm_4x8__sse_dup)
BENCHMARK_GEMM(f32_gemm_5x8__sse_dup)
BENCHMARK_GEMM(f32_gemm_6x8__sse_dup)

BENCHMARK_GEMM(f32_gemm_1x8s4__sse)
BENCHMARK_GEMM(f32_gemm_3x8s4__sse)
BENCHMARK_GEMM(f32_gemm_4x8s4__sse)
BENCHMARK_GEMM(f32_gemm_5x8s4__sse)
BENCHMARK_GEMM(f32_gemm_6x8s4__sse)

BENCHMARK_GEMM(f32_ppmm_4x8_unipass__sse)
BENCHMARK_GEMM(f32_ppmm_4x8_twopass__sse)
#endif  // XNN_ARCH_X86 || XNN_ARCH_X86_64

#if XNN_ARCH_WASMRELAXEDSIMD
static void f32_gemm_1x8__wasmrelaxedsimd_loadsplat(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__wasmrelaxedsimd_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_3x8__wasmrelaxedsimd_loadsplat(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_3x8__wasmrelaxedsimd_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__wasmrelaxedsimd_loadsplat(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x8__wasmrelaxedsimd_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__wasmrelaxedsimd_loadsplat(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_5x8__wasmrelaxedsimd_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__wasmrelaxedsimd_loadsplat(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__wasmrelaxedsimd_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__wasmrelaxedsimd_fma_loadsplat(benchmark::State& state,
                                                        const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__wasmrelaxedsimd_fma_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_3x8__wasmrelaxedsimd_fma_loadsplat(benchmark::State& state,
                                                        const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_3x8__wasmrelaxedsimd_fma_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__wasmrelaxedsimd_fma_loadsplat(benchmark::State& state,
                                                        const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x8__wasmrelaxedsimd_fma_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__wasmrelaxedsimd_fma_loadsplat(benchmark::State& state,
                                                        const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_5x8__wasmrelaxedsimd_fma_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__wasmrelaxedsimd_fma_loadsplat(benchmark::State& state,
                                                        const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__wasmrelaxedsimd_fma_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__wasmrelaxedsimd_splat(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__wasmrelaxedsimd_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_3x8__wasmrelaxedsimd_splat(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__wasmrelaxedsimd_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__wasmrelaxedsimd_splat(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__wasmrelaxedsimd_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__wasmrelaxedsimd_splat(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__wasmrelaxedsimd_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__wasmrelaxedsimd_splat(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__wasmrelaxedsimd_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__wasmrelaxedsimd_fma_splat(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_1x8__wasmrelaxedsimd_fma_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_3x8__wasmrelaxedsimd_fma_splat(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_3x8__wasmrelaxedsimd_fma_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__wasmrelaxedsimd_fma_splat(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_4x8__wasmrelaxedsimd_fma_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__wasmrelaxedsimd_fma_splat(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_5x8__wasmrelaxedsimd_fma_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__wasmrelaxedsimd_fma_splat(benchmark::State& state,
                                                    const char* net) {
  GEMMBenchmark(state,
                xnn_f32_gemm_minmax_ukernel_6x8__wasmrelaxedsimd_fma_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8s4__wasmrelaxedsimd(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8s4__wasmrelaxedsimd,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_3x8s4__wasmrelaxedsimd(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8s4__wasmrelaxedsimd,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_4x8s4__wasmrelaxedsimd(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__wasmrelaxedsimd,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_5x8s4__wasmrelaxedsimd(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8s4__wasmrelaxedsimd,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_6x8s4__wasmrelaxedsimd(benchmark::State& state,
                                            const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__wasmrelaxedsimd,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_1x8s4__wasmrelaxedsimd_fma(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8s4__wasmrelaxedsimd_fma,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_3x8s4__wasmrelaxedsimd_fma(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8s4__wasmrelaxedsimd_fma,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_4x8s4__wasmrelaxedsimd_fma(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__wasmrelaxedsimd_fma,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_5x8s4__wasmrelaxedsimd_fma(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8s4__wasmrelaxedsimd_fma,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_6x8s4__wasmrelaxedsimd_fma(benchmark::State& state,
                                                const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__wasmrelaxedsimd_fma,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}

BENCHMARK_GEMM(f32_gemm_1x8__wasmrelaxedsimd_loadsplat)
BENCHMARK_GEMM(f32_gemm_3x8__wasmrelaxedsimd_loadsplat)
BENCHMARK_GEMM(f32_gemm_4x8__wasmrelaxedsimd_loadsplat)
BENCHMARK_GEMM(f32_gemm_5x8__wasmrelaxedsimd_loadsplat)
BENCHMARK_GEMM(f32_gemm_6x8__wasmrelaxedsimd_loadsplat)

BENCHMARK_GEMM(f32_gemm_1x8__wasmrelaxedsimd_fma_loadsplat)
BENCHMARK_GEMM(f32_gemm_3x8__wasmrelaxedsimd_fma_loadsplat)
BENCHMARK_GEMM(f32_gemm_4x8__wasmrelaxedsimd_fma_loadsplat)
BENCHMARK_GEMM(f32_gemm_5x8__wasmrelaxedsimd_fma_loadsplat)
BENCHMARK_GEMM(f32_gemm_6x8__wasmrelaxedsimd_fma_loadsplat)

BENCHMARK_GEMM(f32_gemm_1x8__wasmrelaxedsimd_splat)
BENCHMARK_GEMM(f32_gemm_3x8__wasmrelaxedsimd_splat)
BENCHMARK_GEMM(f32_gemm_4x8__wasmrelaxedsimd_splat)
BENCHMARK_GEMM(f32_gemm_5x8__wasmrelaxedsimd_splat)
BENCHMARK_GEMM(f32_gemm_6x8__wasmrelaxedsimd_splat)

BENCHMARK_GEMM(f32_gemm_1x8__wasmrelaxedsimd_fma_splat)
BENCHMARK_GEMM(f32_gemm_3x8__wasmrelaxedsimd_fma_splat)
BENCHMARK_GEMM(f32_gemm_4x8__wasmrelaxedsimd_fma_splat)
BENCHMARK_GEMM(f32_gemm_5x8__wasmrelaxedsimd_fma_splat)
BENCHMARK_GEMM(f32_gemm_6x8__wasmrelaxedsimd_fma_splat)

BENCHMARK_GEMM(f32_gemm_1x8s4__wasmrelaxedsimd)
BENCHMARK_GEMM(f32_gemm_3x8s4__wasmrelaxedsimd)
BENCHMARK_GEMM(f32_gemm_4x8s4__wasmrelaxedsimd)
BENCHMARK_GEMM(f32_gemm_5x8s4__wasmrelaxedsimd)
BENCHMARK_GEMM(f32_gemm_6x8s4__wasmrelaxedsimd)

BENCHMARK_GEMM(f32_gemm_1x8s4__wasmrelaxedsimd_fma)
BENCHMARK_GEMM(f32_gemm_3x8s4__wasmrelaxedsimd_fma)
BENCHMARK_GEMM(f32_gemm_4x8s4__wasmrelaxedsimd_fma)
BENCHMARK_GEMM(f32_gemm_5x8s4__wasmrelaxedsimd_fma)
BENCHMARK_GEMM(f32_gemm_6x8s4__wasmrelaxedsimd_fma)
#endif  // XNN_ARCH_WASMRELAXEDSIMD

#if XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD
static void f32_gemm_1x8__wasmsimd_arm_loadsplat(benchmark::State& state,
                                                 const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_3x8__wasmsimd_arm_loadsplat(benchmark::State& state,
                                                 const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_arm_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__wasmsimd_arm_loadsplat(benchmark::State& state,
                                                 const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_arm_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__wasmsimd_arm_loadsplat(benchmark::State& state,
                                                 const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_arm_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__wasmsimd_arm_loadsplat(benchmark::State& state,
                                                 const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_arm_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__wasmsimd_x86_loadsplat(benchmark::State& state,
                                                 const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_3x8__wasmsimd_x86_loadsplat(benchmark::State& state,
                                                 const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_x86_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__wasmsimd_x86_loadsplat(benchmark::State& state,
                                                 const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_x86_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__wasmsimd_x86_loadsplat(benchmark::State& state,
                                                 const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_x86_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__wasmsimd_x86_loadsplat(benchmark::State& state,
                                                 const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_x86_loadsplat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__wasmsimd_arm_splat(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_arm_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_3x8__wasmsimd_arm_splat(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_arm_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__wasmsimd_arm_splat(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_arm_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__wasmsimd_arm_splat(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_arm_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__wasmsimd_arm_splat(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_arm_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8__wasmsimd_x86_splat(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8__wasmsimd_x86_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_3x8__wasmsimd_x86_splat(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8__wasmsimd_x86_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x8__wasmsimd_x86_splat(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8__wasmsimd_x86_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_5x8__wasmsimd_x86_splat(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8__wasmsimd_x86_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_6x8__wasmsimd_x86_splat(benchmark::State& state,
                                             const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8__wasmsimd_x86_splat,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_1x8s4__wasmsimd_arm(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8s4__wasmsimd_arm,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_3x8s4__wasmsimd_arm(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8s4__wasmsimd_arm,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_4x8s4__wasmsimd_arm(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__wasmsimd_arm,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_5x8s4__wasmsimd_arm(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8s4__wasmsimd_arm,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_6x8s4__wasmsimd_arm(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__wasmsimd_arm,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_1x8s4__wasmsimd_x86(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x8s4__wasmsimd_x86,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_3x8s4__wasmsimd_x86(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_3x8s4__wasmsimd_x86,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/3, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_4x8s4__wasmsimd_x86(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x8s4__wasmsimd_x86,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_5x8s4__wasmsimd_x86(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_5x8s4__wasmsimd_x86,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/5, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}
static void f32_gemm_6x8s4__wasmsimd_x86(benchmark::State& state,
                                         const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_6x8s4__wasmsimd_x86,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/6, /*nr=*/8, /*kr=*/1, /*sr=*/4);
}

static void f32_ppmm_4x8_unipass__wasmsimd_arm_splat(benchmark::State& state,
                                                     const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_4x__wasmsimd,
                  xnn_f32_ppmm_minmax_ukernel_4x8__wasmsimd_arm_splat,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_unipass__wasmsimd_x86_splat(benchmark::State& state,
                                                     const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_4x__wasmsimd,
                  xnn_f32_ppmm_minmax_ukernel_4x8__wasmsimd_x86_splat,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}

static void f32_ppmm_4x8_twopass__wasmsimd_arm_splat(benchmark::State& state,
                                                     const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_4x__wasmsimd,
                  xnn_f32_ppmm_minmax_ukernel_4x8__wasmsimd_arm_splat,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x8_twopass__wasmsimd_x86_splat(benchmark::State& state,
                                                     const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_4x__wasmsimd,
                  xnn_f32_ppmm_minmax_ukernel_4x8__wasmsimd_x86_splat,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/8, /*kr=*/1, /*sr=*/1);
}

BENCHMARK_GEMM(f32_gemm_1x8__wasmsimd_arm_loadsplat)
BENCHMARK_GEMM(f32_gemm_3x8__wasmsimd_arm_loadsplat)
BENCHMARK_GEMM(f32_gemm_4x8__wasmsimd_arm_loadsplat)
BENCHMARK_GEMM(f32_gemm_5x8__wasmsimd_arm_loadsplat)
BENCHMARK_GEMM(f32_gemm_6x8__wasmsimd_arm_loadsplat)

BENCHMARK_GEMM(f32_gemm_1x8__wasmsimd_x86_loadsplat)
BENCHMARK_GEMM(f32_gemm_3x8__wasmsimd_x86_loadsplat)
BENCHMARK_GEMM(f32_gemm_4x8__wasmsimd_x86_loadsplat)
BENCHMARK_GEMM(f32_gemm_5x8__wasmsimd_x86_loadsplat)
BENCHMARK_GEMM(f32_gemm_6x8__wasmsimd_x86_loadsplat)

BENCHMARK_GEMM(f32_gemm_1x8__wasmsimd_arm_splat)
BENCHMARK_GEMM(f32_gemm_3x8__wasmsimd_arm_splat)
BENCHMARK_GEMM(f32_gemm_4x8__wasmsimd_arm_splat)
BENCHMARK_GEMM(f32_gemm_5x8__wasmsimd_arm_splat)
BENCHMARK_GEMM(f32_gemm_6x8__wasmsimd_arm_splat)

BENCHMARK_GEMM(f32_gemm_1x8__wasmsimd_x86_splat)
BENCHMARK_GEMM(f32_gemm_3x8__wasmsimd_x86_splat)
BENCHMARK_GEMM(f32_gemm_4x8__wasmsimd_x86_splat)
BENCHMARK_GEMM(f32_gemm_5x8__wasmsimd_x86_splat)
BENCHMARK_GEMM(f32_gemm_6x8__wasmsimd_x86_splat)

BENCHMARK_GEMM(f32_gemm_1x8s4__wasmsimd_arm)
BENCHMARK_GEMM(f32_gemm_3x8s4__wasmsimd_arm)
BENCHMARK_GEMM(f32_gemm_4x8s4__wasmsimd_arm)
BENCHMARK_GEMM(f32_gemm_5x8s4__wasmsimd_arm)
BENCHMARK_GEMM(f32_gemm_6x8s4__wasmsimd_arm)

BENCHMARK_GEMM(f32_gemm_1x8s4__wasmsimd_x86)
BENCHMARK_GEMM(f32_gemm_3x8s4__wasmsimd_x86)
BENCHMARK_GEMM(f32_gemm_4x8s4__wasmsimd_x86)
BENCHMARK_GEMM(f32_gemm_5x8s4__wasmsimd_x86)
BENCHMARK_GEMM(f32_gemm_6x8s4__wasmsimd_x86)

BENCHMARK_GEMM(f32_ppmm_4x8_unipass__wasmsimd_arm_splat)
BENCHMARK_GEMM(f32_ppmm_4x8_unipass__wasmsimd_x86_splat)

BENCHMARK_GEMM(f32_ppmm_4x8_twopass__wasmsimd_arm_splat)
BENCHMARK_GEMM(f32_ppmm_4x8_twopass__wasmsimd_x86_splat)
#endif  // XNN_ARCH_WASMSIMD || XNN_ARCH_WASMRELAXEDSIMD

#if XNN_ENABLE_HVX && XNN_ARCH_HEXAGON
  static void f32_gemm_minmax_ukernel_1x32__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_1x32__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/1, /*nr=*/32, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_1x32__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_2x32__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_2x32__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/2, /*nr=*/32, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_2x32__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_3x32__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_3x32__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/3, /*nr=*/32, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_3x32__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_4x32__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_4x32__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/32, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_4x32__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_5x32__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_5x32__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/5, /*nr=*/32, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_5x32__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_6x32__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_6x32__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/6, /*nr=*/32, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_6x32__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_7x32__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_7x32__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/7, /*nr=*/32, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_7x32__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_8x32__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_8x32__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/8, /*nr=*/32, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_8x32__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_9x32__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_9x32__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/9, /*nr=*/32, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_9x32__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_10x32__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_10x32__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/10, /*nr=*/32, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_10x32__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_1x64__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_1x64__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/1, /*nr=*/64, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_1x64__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_2x64__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_2x64__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/2, /*nr=*/64, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_2x64__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_3x64__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_3x64__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/3, /*nr=*/64, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_3x64__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_4x64__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_4x64__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/64, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_4x64__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_5x64__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_5x64__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/5, /*nr=*/64, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_5x64__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_6x64__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_6x64__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/6, /*nr=*/64, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_6x64__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_7x64__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_7x64__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/7, /*nr=*/64, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_7x64__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_8x64__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_8x64__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/8, /*nr=*/64, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_8x64__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_9x64__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_9x64__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/9, /*nr=*/64, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_9x64__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_10x64__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_10x64__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/10, /*nr=*/64, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_10x64__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_1x128__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_1x128__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/1, /*nr=*/128, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_1x128__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_2x128__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_2x128__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/2, /*nr=*/128, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_2x128__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_3x128__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_3x128__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/3, /*nr=*/128, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_3x128__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_4x128__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_4x128__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/4, /*nr=*/128, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_4x128__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_5x128__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_5x128__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/5, /*nr=*/128, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_5x128__hvx_broadcast)

  static void f32_gemm_minmax_ukernel_6x128__hvx_broadcast(benchmark::State& state, const char* net) {
    GEMMBenchmark(state,
      xnn_f32_gemm_minmax_ukernel_6x128__hvx_broadcast,
      xnn_init_f32_minmax_scalar_params,
      /*mr=*/6, /*nr=*/128, /*kr=*/1, /*sr=*/1,
      xnn_arch_hvx);
  }

  BENCHMARK_GEMM(f32_gemm_minmax_ukernel_6x128__hvx_broadcast)
#endif  // XNN_ENABLE_HVX && XNN_ARCH_HEXAGON

static void f32_gemm_1x4__scalar(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_1x4__scalar,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/1, /*nr=*/4, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_2x4__scalar(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_2x4__scalar,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1);
}
static void f32_gemm_4x4__scalar(benchmark::State& state, const char* net) {
  GEMMBenchmark(state, xnn_f32_gemm_minmax_ukernel_4x4__scalar,
                xnn_init_f32_minmax_scalar_params,
                /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1);
}

static void f32_ppmm_2x4_unipass__scalar(benchmark::State& state,
                                         const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_2x__scalar,
                  xnn_f32_ppmm_minmax_ukernel_2x4__scalar,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x2_unipass__scalar(benchmark::State& state,
                                         const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_4x__scalar,
                  xnn_f32_ppmm_minmax_ukernel_4x2__scalar,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x4_unipass__scalar(benchmark::State& state,
                                         const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_4x__scalar,
                  xnn_f32_ppmm_minmax_ukernel_4x4__scalar,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_3x3_unipass__scalar(benchmark::State& state,
                                         const char* net) {
  PPMM1PBenchmark(state, xnn_x32_packx_ukernel_3x__scalar,
                  xnn_f32_ppmm_minmax_ukernel_3x3__scalar,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/3, /*nr=*/3, /*kr=*/1, /*sr=*/1);
}

static void f32_ppmm_2x4_twopass__scalar(benchmark::State& state,
                                         const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_2x__scalar,
                  xnn_f32_ppmm_minmax_ukernel_2x4__scalar,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/2, /*nr=*/4, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x2_twopass__scalar(benchmark::State& state,
                                         const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_4x__scalar,
                  xnn_f32_ppmm_minmax_ukernel_4x2__scalar,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/2, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_4x4_twopass__scalar(benchmark::State& state,
                                         const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_4x__scalar,
                  xnn_f32_ppmm_minmax_ukernel_4x4__scalar,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/4, /*nr=*/4, /*kr=*/1, /*sr=*/1);
}
static void f32_ppmm_3x3_twopass__scalar(benchmark::State& state,
                                         const char* net) {
  PPMM2PBenchmark(state, xnn_x32_packx_ukernel_3x__scalar,
                  xnn_f32_ppmm_minmax_ukernel_3x3__scalar,
                  xnn_init_f32_minmax_scalar_params,
                  /*mr=*/3, /*nr=*/3, /*kr=*/1, /*sr=*/1);
}

BENCHMARK_GEMM(f32_gemm_1x4__scalar)
BENCHMARK_GEMM(f32_gemm_2x4__scalar)
BENCHMARK_GEMM(f32_gemm_4x4__scalar)

BENCHMARK_GEMM(f32_ppmm_2x4_unipass__scalar)
BENCHMARK_GEMM(f32_ppmm_4x2_unipass__scalar)
BENCHMARK_GEMM(f32_ppmm_4x4_unipass__scalar)
BENCHMARK_GEMM(f32_ppmm_3x3_unipass__scalar)

BENCHMARK_GEMM(f32_ppmm_2x4_twopass__scalar)
BENCHMARK_GEMM(f32_ppmm_4x2_twopass__scalar)
BENCHMARK_GEMM(f32_ppmm_4x4_twopass__scalar)
BENCHMARK_GEMM(f32_ppmm_3x3_twopass__scalar)

#ifdef BENCHMARK_RUY
BENCHMARK_GEMM(ruy_st)
#endif  // BENCHMARK_RUY

#ifndef XNNPACK_BENCHMARK_NO_MAIN
XNN_BENCHMARK_MAIN();
#endif
